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ByT5 Betsileo — Traduction Malagasy ↔ Betsileo
Modèle ByT5-base fine-tuné pour la traduction entre le Malagasy officiel et le dialecte Betsileo de Madagascar.
Utilisation
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
tokenizer = AutoTokenizer.from_pretrained("doris-sylvie/byt5-betsileo-malagasy")
model = AutoModelForSeq2SeqLM.from_pretrained("doris-sylvie/byt5-betsileo-malagasy")
def traduire(texte, direction="translate Malagasy to Betsileo"):
inputs = tokenizer(f"{direction}: {texte}", return_tensors="pt")
outputs = model.generate(**inputs, max_length=256, num_beams=4)
return tokenizer.decode(outputs[0], skip_special_tokens=True)
print(traduire("Ny filazana ny razan'i Jesosy Kristy"))
Directions supportées
translate Malagasy to Betsileo— Malagasy officiel → Betsileotranslate Betsileo to Malagasy— Betsileo → Malagasy officiel
Corpus d'entraînement
Bible Nouveau Testament alignée (Malagasy officiel ↔ Betsileo), ~1143 versets.
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